Shiwei Lan

The nonparametric Fisher geometry and the chi-square process density prior

2017 · arXiv (Cornell University)

It is well known that the Fisher information induces a Riemannian geometry on parametric families of probability density functions. Following recent work, we consider the nonparametric generalization of the Fisher geometry. The resulting nonparametric Fisher …